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psgp (version 0.3-23)

Projected Spatial Gaussian Process Methods

Description

Implements projected sparse Gaussian process Kriging ('Ingram et. al.', 2008, ) as an additional method for the 'intamap' package. More details on implementation ('Barillec et. al.', 2010, ).

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Version

Install

install.packages('psgp')

Monthly Downloads

195

Version

0.3-23

License

GPL (>= 2)

Maintainer

Ben Ingram

Last Published

July 17th, 2025

Functions in psgp (0.3-23)

learnParameters

Projected Sequential Gaussian Process
psgp

Projected Sequential Gaussian Processes for spatial interpolation
buildMetadata

Build Metadata Table
makePrediction

Spatial projected sequential GP prediction
estimateParameters.psgp

Parameter estimation using a Projected Sequential Gaussian Process (PSGP)
spatialPredict.psgp

Spatial prediction using a Projected Sequential Gaussian Process (PSGP)